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Quiz

2707 questions of the kind that actually get asked — in interviews, in architecture review boards, and by the person who has to run the thing at 3 AM. Every answer states the trade-off rather than the slogan, and says when the obvious choice is the wrong one.

All areas2707 Architecture Fundamentals81 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking86 API & Integration Architecture78 Reliability & Resilience88 Observability81 Performance & Capacity Engineering90 Security Architecture95 Cost Architecture & FinOps92 Business Architecture93 Architecture Communication91 Enterprise Architecture91 Legacy Modernization92 AI-Era Architecture96 Software Architecture & Engineering84 Architecture Patterns84 Architecture Decision-Making91 The Architect's Meta-Skills92 Delivery & Release Engineering93 Platform Engineering & Developer Experience92 Testing & Quality Architecture90 Data Platform Architecture98 Streaming & Real-Time Data93 Data Governance & Semantics91 Frontend & Experience Architecture91 Edge, Mobile & IoT88 Regulatory & Data Protection Architecture90 Assurance, Audit & Model Risk98
Difficulty Any beginner intermediate advanced

5 questions in RAG Architecture.

  1. RAG Architecture advanced

    A RAG system returns fluent answers that are frequently wrong. Where in the pipeline is the problem most likely, and how would you find out?

    2 min answer meeshoragretrievalevaluation
  2. RAG Architecture advanced

    A retrieval-augmented system over enterprise documents gives confidently wrong answers. Which failure modes are responsible, and where should engineering effort go?

    2 min answer ragretrievalgroundingpermissions
  3. RAG Architecture advanced

    A retrieval-augmented system serves millions of documents with sub-100 ms latency while embeddings are regenerated nightly. How should index rebuilds, hybrid retrieval, filtering and embedding versions be handled?

    3 min answer ragvector-searchindex-rebuildhybrid-retrieval
  4. RAG Architecture advanced

    A user asks the internal assistant a question and receives content from a document they cannot access. How did this happen and how is it prevented?

    2 min answer ragauthorizationsecurity
  5. RAG Architecture advanced

    An internal AI assistant gives confidently wrong answers. The team wants to upgrade to a better model. What do you check first?

    2 min answer airagretrievalevaluation